Triple

T16935050
Position Surface form Disambiguated ID Type / Status
Subject Hokkien E410805 entity
Predicate influences P9 FINISHED
Object Peranakan Malay
Peranakan Malay is a creole Malay variety historically spoken by the Peranakan Chinese community, characterized by a strong blend of Malay and Southern Chinese (especially Hokkien) linguistic and cultural elements.
E1240842 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Peranakan Malay | Statement: [Hokkien, influences, Peranakan Malay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peranakan Malay
Context triple: [Hokkien, influences, Peranakan Malay]
  • A. Peranakan Chinese
    Peranakan Chinese are a culturally distinct community of mixed Chinese and local Southeast Asian heritage, known for their unique blend of Chinese, Malay, and colonial influences in language, cuisine, dress, and customs.
  • B. Singaporean Malays
    Singaporean Malays are the indigenous Malay ethnic community of Singapore, known for their distinct cultural traditions, Malay language heritage, and significant contributions to the nation’s social and cultural landscape.
  • C. Malay peoples
    The Malay peoples are a diverse group of closely related Austronesian ethnic communities native to the Malay Peninsula, eastern Sumatra, coastal Borneo, and surrounding regions of Southeast Asia, sharing similar languages, cultures, and Islamic heritage.
  • D. Melanau
    The Melanau are an indigenous ethnic group of Sarawak, Malaysian Borneo, traditionally known for coastal and riverine settlements, sago cultivation, and rich ritual and funeral customs.
  • E. Indian Malays
    Indian Malays are an ethnic community in India descended largely from Malay and other Southeast Asian Muslims who settled in the subcontinent through historical maritime trade and migration.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Peranakan Malay
Triple: [Hokkien, influences, Peranakan Malay]
Generated description
Peranakan Malay is a creole Malay variety historically spoken by the Peranakan Chinese community, characterized by a strong blend of Malay and Southern Chinese (especially Hokkien) linguistic and cultural elements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peranakan Malay
Target entity description: Peranakan Malay is a creole Malay variety historically spoken by the Peranakan Chinese community, characterized by a strong blend of Malay and Southern Chinese (especially Hokkien) linguistic and cultural elements.
  • A. Peranakan Chinese
    Peranakan Chinese are a culturally distinct community of mixed Chinese and local Southeast Asian heritage, known for their unique blend of Chinese, Malay, and colonial influences in language, cuisine, dress, and customs.
  • B. Singaporean Malays
    Singaporean Malays are the indigenous Malay ethnic community of Singapore, known for their distinct cultural traditions, Malay language heritage, and significant contributions to the nation’s social and cultural landscape.
  • C. Malay peoples
    The Malay peoples are a diverse group of closely related Austronesian ethnic communities native to the Malay Peninsula, eastern Sumatra, coastal Borneo, and surrounding regions of Southeast Asia, sharing similar languages, cultures, and Islamic heritage.
  • D. Melanau
    The Melanau are an indigenous ethnic group of Sarawak, Malaysian Borneo, traditionally known for coastal and riverine settlements, sago cultivation, and rich ritual and funeral customs.
  • E. Indian Malays
    Indian Malays are an ethnic community in India descended largely from Malay and other Southeast Asian Muslims who settled in the subcontinent through historical maritime trade and migration.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cf2899608190a6bacdce9d4ceb84 completed April 18, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfe2d4f48190b965b6c0a3cc0125 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d067a6348190bdce8ae810d02741 completed May 10, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_6a00d1366f4c8190b5627f67402d96a0 completed May 10, 2026, 6:40 p.m.
Created at: April 10, 2026, 5:30 a.m.